Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 366 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 27.3 KiB |
| Average record size in memory | 76.4 B |
Variable types
| DateTime | 2 |
|---|---|
| Numeric | 10 |
| Categorical | 1 |
close is highly overall correlated with high and 3 other fields | High correlation |
high is highly overall correlated with close and 4 other fields | High correlation |
low is highly overall correlated with close and 2 other fields | High correlation |
month is highly overall correlated with year | High correlation |
num_trades is highly overall correlated with quote_asset_volume and 3 other fields | High correlation |
open is highly overall correlated with close and 2 other fields | High correlation |
quote_asset_volume is highly overall correlated with high and 4 other fields | High correlation |
tb_base_asset_volume is highly overall correlated with num_trades and 3 other fields | High correlation |
tb_quote_asset_volume is highly overall correlated with close and 5 other fields | High correlation |
volume is highly overall correlated with num_trades and 3 other fields | High correlation |
year is highly overall correlated with month | High correlation |
open_time has unique values | Unique |
volume has unique values | Unique |
close_time has unique values | Unique |
quote_asset_volume has unique values | Unique |
num_trades has unique values | Unique |
tb_base_asset_volume has unique values | Unique |
tb_quote_asset_volume has unique values | Unique |
Reproduction
| Analysis started | 2025-08-30 03:19:56.106488 |
|---|---|
| Analysis finished | 2025-08-30 03:20:02.440037 |
| Duration | 6.33 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open_time
Date
Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Minimum | 2024-07-31 00:00:00 |
|---|---|
| Maximum | 2025-07-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
open
Real number (ℝ)
High correlation 
| Distinct | 354 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.75279 |
| Minimum | 105.4 |
|---|---|
| Maximum | 261.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 105.4 |
|---|---|
| 5-th percentile | 126.1075 |
| Q1 | 143.2325 |
| median | 157.655 |
| Q3 | 189.4975 |
| 95-th percentile | 237.63 |
| Maximum | 261.97 |
| Range | 156.57001 |
| Interquartile range (IQR) | 46.264999 |
Descriptive statistics
| Standard deviation | 35.359009 |
|---|---|
| Coefficient of variation (CV) | 0.20953141 |
| Kurtosis | -0.25684366 |
| Mean | 168.75279 |
| Median Absolute Deviation (MAD) | 20.175003 |
| Skewness | 0.77684009 |
| Sum | 61763.52 |
| Variance | 1250.2595 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 176.6300049 | 2 | 0.5% |
| 167.3999939 | 2 | 0.5% |
| 147.9700012 | 2 | 0.5% |
| 139.0399933 | 2 | 0.5% |
| 153.2700043 | 2 | 0.5% |
| 128.5 | 2 | 0.5% |
| 144.2799988 | 2 | 0.5% |
| 166.1600037 | 2 | 0.5% |
| 200.4700012 | 2 | 0.5% |
| 168.9400024 | 2 | 0.5% |
| Other values (344) | 346 |
| Value | Count | Frequency (%) |
| 105.4000015 | 1 | |
| 105.9000015 | 1 | |
| 106.9800034 | 1 | |
| 112.8000031 | 1 | |
| 117.1699982 | 1 | |
| 117.4199982 | 1 | |
| 118.3199997 | 1 | |
| 119.0500031 | 1 | |
| 120.3300018 | 1 | |
| 121.4100037 | 1 |
| Value | Count | Frequency (%) |
| 261.9700012 | 1 | |
| 257.3699951 | 1 | |
| 256.8999939 | 1 | |
| 256.3999939 | 1 | |
| 256.3800049 | 1 | |
| 254.8999939 | 1 | |
| 253.3600006 | 1 | |
| 253.1199951 | 1 | |
| 252.7400055 | 1 | |
| 252.3999939 | 1 |
high
Real number (ℝ)
High correlation 
| Distinct | 358 |
|---|---|
| Distinct (%) | 97.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.55628 |
| Minimum | 112.58 |
|---|---|
| Maximum | 295.82999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 112.58 |
|---|---|
| 5-th percentile | 130.8125 |
| Q1 | 147.33001 |
| median | 162.92 |
| Q3 | 197.8075 |
| 95-th percentile | 245.37 |
| Maximum | 295.82999 |
| Range | 183.24998 |
| Interquartile range (IQR) | 50.477493 |
Descriptive statistics
| Standard deviation | 37.118427 |
|---|---|
| Coefficient of variation (CV) | 0.21264446 |
| Kurtosis | -0.054951057 |
| Mean | 174.55628 |
| Median Absolute Deviation (MAD) | 20.834999 |
| Skewness | 0.86444283 |
| Sum | 63887.6 |
| Variance | 1377.7776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 162 | 2 | 0.5% |
| 174.3000031 | 2 | 0.5% |
| 134.4499969 | 2 | 0.5% |
| 139.8000031 | 2 | 0.5% |
| 152.8999939 | 2 | 0.5% |
| 178.3300018 | 2 | 0.5% |
| 148.6999969 | 2 | 0.5% |
| 144.8800049 | 2 | 0.5% |
| 185.1000061 | 1 | 0.3% |
| 172.9100037 | 1 | 0.3% |
| Other values (348) | 348 |
| Value | Count | Frequency (%) |
| 112.5800018 | 1 | |
| 113 | 1 | |
| 119.3000031 | 1 | |
| 120.9400024 | 1 | |
| 121 | 1 | |
| 121.1299973 | 1 | |
| 122.6500015 | 1 | |
| 122.8499985 | 1 | |
| 124 | 1 | |
| 127.0800018 | 1 |
| Value | Count | Frequency (%) |
| 295.8299866 | 1 | |
| 273.2900085 | 1 | |
| 272.0299988 | 1 | |
| 270.6700134 | 1 | |
| 270.1799927 | 1 | |
| 264.3900146 | 1 | |
| 264 | 1 | |
| 260.7799988 | 1 | |
| 260.1600037 | 1 | |
| 260.0599976 | 1 |
low
Real number (ℝ)
High correlation 
| Distinct | 357 |
|---|---|
| Distinct (%) | 97.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 162.83607 |
| Minimum | 95.260002 |
|---|---|
| Maximum | 252.69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 95.260002 |
|---|---|
| 5-th percentile | 122.62 |
| Q1 | 138.63 |
| median | 152.97 |
| Q3 | 184.47 |
| 95-th percentile | 230.7825 |
| Maximum | 252.69 |
| Range | 157.42999 |
| Interquartile range (IQR) | 45.84 |
Descriptive statistics
| Standard deviation | 33.83812 |
|---|---|
| Coefficient of variation (CV) | 0.20780482 |
| Kurtosis | -0.24993342 |
| Mean | 162.83607 |
| Median Absolute Deviation (MAD) | 20.259995 |
| Skewness | 0.73298782 |
| Sum | 59598 |
| Variance | 1145.0184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 185.8399963 | 2 | 0.5% |
| 143.5 | 2 | 0.5% |
| 178.3000031 | 2 | 0.5% |
| 150.3000031 | 2 | 0.5% |
| 132.0399933 | 2 | 0.5% |
| 125.5500031 | 2 | 0.5% |
| 173.2299957 | 2 | 0.5% |
| 141.1999969 | 2 | 0.5% |
| 142.9199982 | 2 | 0.5% |
| 171.4400024 | 1 | 0.3% |
| Other values (347) | 347 |
| Value | Count | Frequency (%) |
| 95.26000214 | 1 | |
| 101.2600021 | 1 | |
| 102.9599991 | 1 | |
| 103.8099976 | 1 | |
| 108.2099991 | 1 | |
| 110 | 1 | |
| 112 | 1 | |
| 112.1600037 | 1 | |
| 112.2399979 | 1 | |
| 113.25 | 1 |
| Value | Count | Frequency (%) |
| 252.6900024 | 1 | |
| 251.4700012 | 1 | |
| 248.4299927 | 1 | |
| 247.1799927 | 1 | |
| 246.3300018 | 1 | |
| 242.1900024 | 1 | |
| 240.9299927 | 1 | |
| 240.3200073 | 1 | |
| 237.5 | 1 | |
| 236.6799927 | 1 |
close
Real number (ℝ)
High correlation 
| Distinct | 353 |
|---|---|
| Distinct (%) | 96.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.73331 |
| Minimum | 105.4 |
|---|---|
| Maximum | 261.97 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 105.4 |
|---|---|
| 5-th percentile | 126.115 |
| Q1 | 143.225 |
| median | 157.66 |
| Q3 | 189.50499 |
| 95-th percentile | 237.62251 |
| Maximum | 261.97 |
| Range | 156.57001 |
| Interquartile range (IQR) | 46.279991 |
Descriptive statistics
| Standard deviation | 35.355392 |
|---|---|
| Coefficient of variation (CV) | 0.20953417 |
| Kurtosis | -0.25399944 |
| Mean | 168.73331 |
| Median Absolute Deviation (MAD) | 20.045006 |
| Skewness | 0.77868044 |
| Sum | 61756.39 |
| Variance | 1250.0037 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 166.1699982 | 2 | 0.5% |
| 144.2899933 | 2 | 0.5% |
| 143.9499969 | 2 | 0.5% |
| 194.4799957 | 2 | 0.5% |
| 144.7899933 | 2 | 0.5% |
| 153.2599945 | 2 | 0.5% |
| 182.8699951 | 2 | 0.5% |
| 147.9799957 | 2 | 0.5% |
| 167.3999939 | 2 | 0.5% |
| 200.4700012 | 2 | 0.5% |
| Other values (343) | 346 |
| Value | Count | Frequency (%) |
| 105.4000015 | 1 | |
| 105.9100037 | 1 | |
| 106.9899979 | 1 | |
| 112.8099976 | 1 | |
| 117.1699982 | 1 | |
| 117.4199982 | 1 | |
| 118.3199997 | 1 | |
| 119.0500031 | 1 | |
| 120.3199997 | 1 | |
| 121.4100037 | 1 |
| Value | Count | Frequency (%) |
| 261.9700012 | 1 | |
| 257.3599854 | 1 | |
| 256.8999939 | 1 | |
| 256.4100037 | 1 | |
| 256.3699951 | 1 | |
| 254.8899994 | 1 | |
| 253.3699951 | 1 | |
| 253.1100006 | 1 | |
| 252.7299957 | 1 | |
| 252.4199982 | 1 |
volume
Real number (ℝ)
High correlation  Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4083361.5 |
| Minimum | 1173963.9 |
|---|---|
| Maximum | 25051668 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 1173963.9 |
|---|---|
| 5-th percentile | 1605794.8 |
| Q1 | 2506434.6 |
| median | 3480884.6 |
| Q3 | 4611960.4 |
| 95-th percentile | 8625705.2 |
| Maximum | 25051668 |
| Range | 23877704 |
| Interquartile range (IQR) | 2105525.8 |
Descriptive statistics
| Standard deviation | 2786235.2 |
|---|---|
| Coefficient of variation (CV) | 0.68233862 |
| Kurtosis | 19.673252 |
| Mean | 4083361.5 |
| Median Absolute Deviation (MAD) | 1016814 |
| Skewness | 3.5993457 |
| Sum | 1.4945103 × 109 |
| Variance | 7.7631062 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2624841.75 | 1 | 0.3% |
| 3250862.5 | 1 | 0.3% |
| 5523497.5 | 1 | 0.3% |
| 5553018 | 1 | 0.3% |
| 5444954.5 | 1 | 0.3% |
| 7037715.5 | 1 | 0.3% |
| 24267558 | 1 | 0.3% |
| 8362643.5 | 1 | 0.3% |
| 8372307.5 | 1 | 0.3% |
| 7303134 | 1 | 0.3% |
| Other values (356) | 356 |
| Value | Count | Frequency (%) |
| 1173963.875 | 1 | |
| 1230210.75 | 1 | |
| 1330917.125 | 1 | |
| 1347679.5 | 1 | |
| 1396833.25 | 1 | |
| 1406583.5 | 1 | |
| 1408204.625 | 1 | |
| 1409071.375 | 1 | |
| 1475217.875 | 1 | |
| 1488310.75 | 1 |
| Value | Count | Frequency (%) |
| 25051668 | 1 | |
| 24267558 | 1 | |
| 19971982 | 1 | |
| 16879576 | 1 | |
| 13474640 | 1 | |
| 12836970 | 1 | |
| 12630665 | 1 | |
| 11747010 | 1 | |
| 11096202 | 1 | |
| 10834053 | 1 |
close_time
Date
Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Minimum | 2024-07-31 23:59:59.999000 |
|---|---|
| Maximum | 2025-07-31 23:59:59.999000 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
quote_asset_volume
Real number (ℝ)
High correlation  Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1134514 × 108 |
| Minimum | 1.6833309 × 108 |
|---|---|
| Maximum | 6.7339586 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1.6833309 × 108 |
|---|---|
| 5-th percentile | 2.484204 × 108 |
| Q1 | 3.9120039 × 108 |
| median | 5.570246 × 108 |
| Q3 | 7.8564669 × 108 |
| 95-th percentile | 1.7208719 × 109 |
| Maximum | 6.7339586 × 109 |
| Range | 6.5656255 × 109 |
| Interquartile range (IQR) | 3.9444629 × 108 |
Descriptive statistics
| Standard deviation | 6.062956 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.85232267 |
| Kurtosis | 35.023708 |
| Mean | 7.1134514 × 108 |
| Median Absolute Deviation (MAD) | 1.8857667 × 108 |
| Skewness | 4.711302 |
| Sum | 2.6035232 × 1011 |
| Variance | 3.6759435 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 466405400.7 | 1 | 0.3% |
| 582939536.2 | 1 | 0.3% |
| 917091024.2 | 1 | 0.3% |
| 880989082.7 | 1 | 0.3% |
| 803132864 | 1 | 0.3% |
| 979026258 | 1 | 0.3% |
| 3003271601 | 1 | 0.3% |
| 1184669505 | 1 | 0.3% |
| 1249654525 | 1 | 0.3% |
| 1137205546 | 1 | 0.3% |
| Other values (356) | 356 |
| Value | Count | Frequency (%) |
| 168333087.1 | 1 | |
| 173152977.6 | 1 | |
| 192268912.5 | 1 | |
| 194061127 | 1 | |
| 197164215.7 | 1 | |
| 203954747.2 | 1 | |
| 207747277.7 | 1 | |
| 211080413.8 | 1 | |
| 212333839.8 | 1 | |
| 213707959.9 | 1 |
| Value | Count | Frequency (%) |
| 6733958632 | 1 | |
| 4849480491 | 1 | |
| 4215741223 | 1 | |
| 3003271601 | 1 | |
| 2538322103 | 1 | |
| 2287313944 | 1 | |
| 2212052717 | 1 | |
| 2120001679 | 1 | |
| 2058026956 | 1 | |
| 1960587172 | 1 |
num_trades
Real number (ℝ)
High correlation  Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2233474.3 |
| Minimum | 573529 |
|---|---|
| Maximum | 16728916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 573529 |
|---|---|
| 5-th percentile | 845927.75 |
| Q1 | 1325035 |
| median | 1910455.5 |
| Q3 | 2624416.2 |
| 95-th percentile | 4735614.5 |
| Maximum | 16728916 |
| Range | 16155387 |
| Interquartile range (IQR) | 1299381.2 |
Descriptive statistics
| Standard deviation | 1585168.2 |
|---|---|
| Coefficient of variation (CV) | 0.70973198 |
| Kurtosis | 27.930528 |
| Mean | 2233474.3 |
| Median Absolute Deviation (MAD) | 630992.5 |
| Skewness | 4.1863688 |
| Sum | 8.1745161 × 108 |
| Variance | 2.5127581 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1927344 | 1 | 0.3% |
| 1245080 | 1 | 0.3% |
| 1849971 | 1 | 0.3% |
| 2396392 | 1 | 0.3% |
| 1940755 | 1 | 0.3% |
| 2391187 | 1 | 0.3% |
| 7092579 | 1 | 0.3% |
| 3567599 | 1 | 0.3% |
| 3639741 | 1 | 0.3% |
| 3235989 | 1 | 0.3% |
| Other values (356) | 356 |
| Value | Count | Frequency (%) |
| 573529 | 1 | |
| 587595 | 1 | |
| 591531 | 1 | |
| 647642 | 1 | |
| 678270 | 1 | |
| 704766 | 1 | |
| 706271 | 1 | |
| 706885 | 1 | |
| 710458 | 1 | |
| 714484 | 1 |
| Value | Count | Frequency (%) |
| 16728916 | 1 | |
| 13411844 | 1 | |
| 10116876 | 1 | |
| 9712182 | 1 | |
| 7092579 | 1 | |
| 6699907 | 1 | |
| 6490443 | 1 | |
| 6265437 | 1 | |
| 6188432 | 1 | |
| 6181509 | 1 |
tb_base_asset_volume
Real number (ℝ)
High correlation  Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2023838 |
| Minimum | 569246.62 |
|---|---|
| Maximum | 12553970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 569246.62 |
|---|---|
| 5-th percentile | 787516.78 |
| Q1 | 1221666.9 |
| median | 1715961.9 |
| Q3 | 2318564.7 |
| 95-th percentile | 4310875.6 |
| Maximum | 12553970 |
| Range | 11984723 |
| Interquartile range (IQR) | 1096897.8 |
Descriptive statistics
| Standard deviation | 1393526.9 |
|---|---|
| Coefficient of variation (CV) | 0.68855653 |
| Kurtosis | 19.539248 |
| Mean | 2023838 |
| Median Absolute Deviation (MAD) | 533987.06 |
| Skewness | 3.5963972 |
| Sum | 7.4072471 × 108 |
| Variance | 1.9419173 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1277197.625 | 1 | 0.3% |
| 1612652.25 | 1 | 0.3% |
| 2587951.75 | 1 | 0.3% |
| 2668247 | 1 | 0.3% |
| 2781021.25 | 1 | 0.3% |
| 3596284 | 1 | 0.3% |
| 11769163 | 1 | 0.3% |
| 4250033.5 | 1 | 0.3% |
| 4172450.5 | 1 | 0.3% |
| 3683641 | 1 | 0.3% |
| Other values (356) | 356 |
| Value | Count | Frequency (%) |
| 569246.625 | 1 | |
| 621349.3125 | 1 | |
| 658168.5625 | 1 | |
| 677588.5625 | 1 | |
| 689635.375 | 1 | |
| 698017.9375 | 1 | |
| 701765.125 | 1 | |
| 706661.875 | 1 | |
| 712534.25 | 1 | |
| 722864.25 | 1 |
| Value | Count | Frequency (%) |
| 12553970 | 1 | |
| 11769163 | 1 | |
| 10428787 | 1 | |
| 8415721 | 1 | |
| 7001626 | 1 | |
| 6239167.5 | 1 | |
| 6133897.5 | 1 | |
| 5733721.5 | 1 | |
| 5386859.5 | 1 | |
| 5308196.5 | 1 |
tb_quote_asset_volume
Real number (ℝ)
High correlation  Unique 
| Distinct | 366 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5321539 × 108 |
| Minimum | 83942563 |
|---|---|
| Maximum | 3.3776738 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 83942563 |
|---|---|
| 5-th percentile | 1.1901977 × 108 |
| Q1 | 1.9313638 × 108 |
| median | 2.7361837 × 108 |
| Q3 | 3.9153305 × 108 |
| 95-th percentile | 8.4254421 × 108 |
| Maximum | 3.3776738 × 109 |
| Range | 3.2937313 × 109 |
| Interquartile range (IQR) | 1.9839667 × 108 |
Descriptive statistics
| Standard deviation | 3.0542596 × 108 |
|---|---|
| Coefficient of variation (CV) | 0.86470174 |
| Kurtosis | 35.617137 |
| Mean | 3.5321539 × 108 |
| Median Absolute Deviation (MAD) | 93713044 |
| Skewness | 4.770314 |
| Sum | 1.2927683 × 1011 |
| Variance | 9.328502 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 226987071.8 | 1 | 0.3% |
| 289616268.2 | 1 | 0.3% |
| 429763487.3 | 1 | 0.3% |
| 423266423.2 | 1 | 0.3% |
| 410572234.6 | 1 | 0.3% |
| 500464080 | 1 | 0.3% |
| 1457361213 | 1 | 0.3% |
| 601986157.7 | 1 | 0.3% |
| 622749862.2 | 1 | 0.3% |
| 573962877.7 | 1 | 0.3% |
| Other values (356) | 356 |
| Value | Count | Frequency (%) |
| 83942562.7 | 1 | |
| 85020899.85 | 1 | |
| 93641938.65 | 1 | |
| 94934406.88 | 1 | |
| 96316133.82 | 1 | |
| 103158289.3 | 1 | |
| 103315785.3 | 1 | |
| 103646715.4 | 1 | |
| 103688789.4 | 1 | |
| 106472323.6 | 1 |
| Value | Count | Frequency (%) |
| 3377673849 | 1 | |
| 2531314978 | 1 | |
| 2101081767 | 1 | |
| 1457361213 | 1 | |
| 1235396564 | 1 | |
| 1152127678 | 1 | |
| 1124569870 | 1 | |
| 1114450473 | 1 | |
| 1006642368 | 1 | |
| 1001610078 | 1 |
year
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 2025 | |
|---|---|
| 2024 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2024 |
|---|---|
| 2nd row | 2024 |
| 3rd row | 2024 |
| 4th row | 2024 |
| 5th row | 2024 |
Common Values
| Value | Count | Frequency (%) |
| 2025 | 212 | |
| 2024 | 154 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2025 | 212 | |
| 2024 | 154 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 732 | |
| 0 | 366 | |
| 5 | 212 | 14.5% |
| 4 | 154 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1464 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 732 | |
| 0 | 366 | |
| 5 | 212 | 14.5% |
| 4 | 154 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1464 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 732 | |
| 0 | 366 | |
| 5 | 212 | 14.5% |
| 4 | 154 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1464 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 732 | |
| 0 | 366 | |
| 5 | 212 | 14.5% |
| 4 | 154 | 10.5% |
month
Real number (ℝ)
High correlation 
| Distinct | 12 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5273224 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9.75 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5.75 |
Descriptive statistics
| Standard deviation | 3.4479403 |
|---|---|
| Coefficient of variation (CV) | 0.52823196 |
| Kurtosis | -1.2023215 |
| Mean | 6.5273224 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.011638844 |
| Sum | 2389 |
| Variance | 11.888293 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 32 | |
| 8 | 31 | |
| 10 | 31 | |
| 12 | 31 | |
| 5 | 31 | |
| 1 | 31 | |
| 3 | 31 | |
| 9 | 30 | |
| 4 | 30 | |
| 11 | 30 | |
| Other values (2) | 58 |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 2 | 28 | |
| 3 | 31 | |
| 4 | 30 | |
| 5 | 31 | |
| 6 | 30 | |
| 7 | 32 | |
| 8 | 31 | |
| 9 | 30 | |
| 10 | 31 |
| Value | Count | Frequency (%) |
| 12 | 31 | |
| 11 | 30 | |
| 10 | 31 | |
| 9 | 30 | |
| 8 | 31 | |
| 7 | 32 | |
| 6 | 30 | |
| 5 | 31 | |
| 4 | 30 | |
| 3 | 31 |
Interactions
Correlations
| close | high | low | month | num_trades | open | quote_asset_volume | tb_base_asset_volume | tb_quote_asset_volume | volume | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.985 | 0.985 | 0.139 | 0.357 | 0.969 | 0.495 | 0.194 | 0.500 | 0.182 | 0.246 |
| high | 0.985 | 1.000 | 0.981 | 0.130 | 0.406 | 0.987 | 0.546 | 0.243 | 0.546 | 0.236 | 0.286 |
| low | 0.985 | 0.981 | 1.000 | 0.153 | 0.302 | 0.984 | 0.433 | 0.119 | 0.434 | 0.112 | 0.253 |
| month | 0.139 | 0.130 | 0.153 | 1.000 | -0.141 | 0.132 | -0.005 | -0.035 | -0.000 | -0.043 | 0.983 |
| num_trades | 0.357 | 0.406 | 0.302 | -0.141 | 1.000 | 0.361 | 0.880 | 0.849 | 0.871 | 0.860 | 0.101 |
| open | 0.969 | 0.987 | 0.984 | 0.132 | 0.361 | 1.000 | 0.488 | 0.175 | 0.483 | 0.174 | 0.242 |
| quote_asset_volume | 0.495 | 0.546 | 0.433 | -0.005 | 0.880 | 0.488 | 1.000 | 0.930 | 0.997 | 0.930 | 0.104 |
| tb_base_asset_volume | 0.194 | 0.243 | 0.119 | -0.035 | 0.849 | 0.175 | 0.930 | 1.000 | 0.933 | 0.995 | 0.000 |
| tb_quote_asset_volume | 0.500 | 0.546 | 0.434 | -0.000 | 0.871 | 0.483 | 0.997 | 0.933 | 1.000 | 0.926 | 0.081 |
| volume | 0.182 | 0.236 | 0.112 | -0.043 | 0.860 | 0.174 | 0.930 | 0.995 | 0.926 | 1.000 | 0.000 |
| year | 0.246 | 0.286 | 0.253 | 0.983 | 0.101 | 0.242 | 0.104 | 0.000 | 0.081 | 0.000 | 1.000 |
Missing values
Sample
| open_time | open | high | low | close | volume | close_time | quote_asset_volume | num_trades | tb_base_asset_volume | tb_quote_asset_volume | year | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2024-07-31 | 179.160004 | 185.100006 | 171.610001 | 171.710007 | 3250862.50 | 2024-07-31 23:59:59.999 | 5.829395e+08 | 1245080 | 1.612652e+06 | 2.896163e+08 | 2024 | 7 |
| 1 | 2024-08-01 | 171.699997 | 172.910004 | 157.910004 | 167.369995 | 5523497.50 | 2024-08-01 23:59:59.999 | 9.170910e+08 | 1849971 | 2.587952e+06 | 4.297635e+08 | 2024 | 8 |
| 2 | 2024-08-02 | 167.369995 | 169.429993 | 150.000000 | 152.770004 | 5553018.00 | 2024-08-02 23:59:59.999 | 8.809891e+08 | 2396392 | 2.668247e+06 | 4.232664e+08 | 2024 | 8 |
| 3 | 2024-08-03 | 152.779999 | 154.050003 | 140.000000 | 142.520004 | 5444954.50 | 2024-08-03 23:59:59.999 | 8.031329e+08 | 1940755 | 2.781021e+06 | 4.105722e+08 | 2024 | 8 |
| 4 | 2024-08-04 | 142.529999 | 146.080002 | 131.220001 | 138.330002 | 7037715.50 | 2024-08-04 23:59:59.999 | 9.790263e+08 | 2391187 | 3.596284e+06 | 5.004641e+08 | 2024 | 8 |
| 5 | 2024-08-05 | 138.320007 | 139.369995 | 110.000000 | 129.779999 | 24267558.00 | 2024-08-05 23:59:59.999 | 3.003272e+09 | 7092579 | 1.176916e+07 | 1.457361e+09 | 2024 | 8 |
| 6 | 2024-08-06 | 129.789993 | 149.589996 | 129.399994 | 144.399994 | 8362643.50 | 2024-08-06 23:59:59.999 | 1.184670e+09 | 3567599 | 4.250034e+06 | 6.019862e+08 | 2024 | 8 |
| 7 | 2024-08-07 | 144.399994 | 155.000000 | 142.210007 | 144.770004 | 8372307.50 | 2024-08-07 23:59:59.999 | 1.249655e+09 | 3639741 | 4.172450e+06 | 6.227499e+08 | 2024 | 8 |
| 8 | 2024-08-08 | 144.779999 | 163.699997 | 141.399994 | 163.130005 | 7303134.00 | 2024-08-08 23:59:59.999 | 1.137206e+09 | 3235989 | 3.683641e+06 | 5.739629e+08 | 2024 | 8 |
| 9 | 2024-08-09 | 163.119995 | 163.539993 | 150.720001 | 156.279999 | 4098735.25 | 2024-08-09 23:59:59.999 | 6.399081e+08 | 1938541 | 2.043792e+06 | 3.191060e+08 | 2024 | 8 |
| open_time | open | high | low | close | volume | close_time | quote_asset_volume | num_trades | tb_base_asset_volume | tb_quote_asset_volume | year | month | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 356 | 2025-07-22 | 195.720001 | 206.300003 | 193.750000 | 205.699997 | 8635627.000 | 2025-07-22 23:59:59.999 | 1.728386e+09 | 5218083 | 4.435809e+06 | 8.886559e+08 | 2025 | 7 |
| 357 | 2025-07-23 | 205.699997 | 205.750000 | 183.970001 | 189.399994 | 5548137.500 | 2025-07-23 23:59:59.999 | 1.070982e+09 | 3511850 | 2.437732e+06 | 4.699754e+08 | 2025 | 7 |
| 358 | 2025-07-24 | 189.399994 | 191.869995 | 179.210007 | 182.869995 | 5217065.000 | 2025-07-24 23:59:59.999 | 9.715020e+08 | 3520500 | 2.440710e+06 | 4.550574e+08 | 2025 | 7 |
| 359 | 2025-07-25 | 182.880005 | 186.850006 | 175.630005 | 186.759995 | 4481310.500 | 2025-07-25 23:59:59.999 | 8.064094e+08 | 3217256 | 2.252207e+06 | 4.053744e+08 | 2025 | 7 |
| 360 | 2025-07-26 | 186.750000 | 189.779999 | 184.289993 | 184.880005 | 1773453.875 | 2025-07-26 23:59:59.999 | 3.312358e+08 | 1197596 | 8.292621e+05 | 1.550039e+08 | 2025 | 7 |
| 361 | 2025-07-27 | 184.889999 | 190.699997 | 184.529999 | 188.639999 | 2233060.250 | 2025-07-27 23:59:59.999 | 4.186206e+08 | 1619218 | 1.136212e+06 | 2.130267e+08 | 2025 | 7 |
| 362 | 2025-07-28 | 188.639999 | 195.259995 | 182.160004 | 183.110001 | 4067872.250 | 2025-07-28 23:59:59.999 | 7.688731e+08 | 2788739 | 1.867600e+06 | 3.532778e+08 | 2025 | 7 |
| 363 | 2025-07-29 | 183.100006 | 186.679993 | 178.300003 | 181.479996 | 2541912.000 | 2025-07-29 23:59:59.999 | 4.635967e+08 | 2159517 | 1.147045e+06 | 2.094628e+08 | 2025 | 7 |
| 364 | 2025-07-30 | 181.470001 | 182.559998 | 170.289993 | 177.770004 | 3297250.250 | 2025-07-30 23:59:59.999 | 5.859831e+08 | 2502481 | 1.509983e+06 | 2.682121e+08 | 2025 | 7 |
| 365 | 2025-07-31 | 177.770004 | 182.699997 | 171.440002 | 172.220001 | 2624841.750 | 2025-07-31 23:59:59.999 | 4.664054e+08 | 1927344 | 1.277198e+06 | 2.269871e+08 | 2025 | 7 |